{"id":"https://openalex.org/W4407842565","doi":"https://doi.org/10.1145/3706468.3706546","title":"Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms","display_name":"Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407842565","doi":"https://doi.org/10.1145/3706468.3706546"},"language":"en","primary_location":{"id":"doi:10.1145/3706468.3706546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706546","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706468.3706546","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037760911","display_name":"Qinyi Liu","orcid":"https://orcid.org/0009-0003-4973-0901"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Qinyi Liu","raw_affiliation_strings":["Centre for the Science of Learning & Technology (SLATE), University of Bergen, Bergen, Norway"],"raw_orcid":"https://orcid.org/0009-0003-4973-0901","affiliations":[{"raw_affiliation_string":"Centre for the Science of Learning & Technology (SLATE), University of Bergen, Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037630855","display_name":"Oscar Blessed Deho","orcid":"https://orcid.org/0000-0001-5723-2564"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Oscar Deho","raw_affiliation_strings":["University of South Australia, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5723-2564","affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072174851","display_name":"Farhad Vadiee","orcid":"https://orcid.org/0000-0001-8106-2198"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Farhad Vadiee","raw_affiliation_strings":["Centre for the Science of Learning & Technology (SLATE), University of Bergen, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0001-8106-2198","affiliations":[{"raw_affiliation_string":"Centre for the Science of Learning & Technology (SLATE), University of Bergen, Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068056028","display_name":"Mohammad Khalil","orcid":"https://orcid.org/0000-0002-6860-4404"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Mohammad Khalil","raw_affiliation_strings":["Centre for the Science of Learning & Technology (SLATE), University of Bergen, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0002-6860-4404","affiliations":[{"raw_affiliation_string":"Centre for the Science of Learning & Technology (SLATE), University of Bergen, Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089389582","display_name":"Sr\u00e9cko Joksimov\u00edc","orcid":"https://orcid.org/0000-0001-6999-3547"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Srecko Joksimovic","raw_affiliation_strings":["University of South Australia, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6999-3547","affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025890612","display_name":"George Siemens","orcid":"https://orcid.org/0000-0002-9567-9794"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"George Siemens","raw_affiliation_strings":["University of South Australia, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9567-9794","affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I170239107"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":22.8302,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.99587251,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"591","last_page":"600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6469659209251404},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.6351419687271118},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44787201285362244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6469659209251404},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.6351419687271118},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44787201285362244}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3706468.3706546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706546","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3706468.3706546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706546","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2014352947","https://openalex.org/W2116984840","https://openalex.org/W2336314092","https://openalex.org/W2599025709","https://openalex.org/W2605961645","https://openalex.org/W2769342982","https://openalex.org/W2809878087","https://openalex.org/W2909913588","https://openalex.org/W2911978475","https://openalex.org/W2915273119","https://openalex.org/W2918408501","https://openalex.org/W3012140936","https://openalex.org/W3041268394","https://openalex.org/W3135064756","https://openalex.org/W3165938262","https://openalex.org/W3181414820","https://openalex.org/W3198002115","https://openalex.org/W3198025769","https://openalex.org/W4205103167","https://openalex.org/W4234497469","https://openalex.org/W4289520498","https://openalex.org/W4312816903","https://openalex.org/W4315435229","https://openalex.org/W4323975727","https://openalex.org/W4380151986","https://openalex.org/W4386774436","https://openalex.org/W4389514958","https://openalex.org/W4391382837","https://openalex.org/W4391529419","https://openalex.org/W4392425549","https://openalex.org/W4392445438","https://openalex.org/W4392484237","https://openalex.org/W4395478062","https://openalex.org/W6945341957"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":8}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}